Is the Q value the same as the state-action pair value?
I don't understand your question very clearly.

Q-value of a particular state-action pair (s,a) under policy $\pi$ is the total reward you would expect to collect if you start from the state s, take the action a, and follow policy $\pi$ from then on.

In the literature, this is referred to as state-action values.